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Könyv Texture Recognition under Varying Imaging Geometries Xavier Lladó

Texture Recognition under Varying Imaging Geometries

Szerző: Xavier Lladó
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: VDM Verlag
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
27 379 Ft
A model-based texture recognition system which§classifies image textures seen from different§distanc...

Információk a könyvről

Szerző
Xavier Lladó
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
240
EAN
9783639134230
ISBN
3639134230
Enbook ID
06822124
Kiadó
VDM Verlag
Súly
358
Méretek
152 x 229 x 14

Teljes leírás

A model-based texture recognition system which§classifies image textures seen from different§distances and under different illumination directions§is presented in this book. The system works on the§basis of a surface model obtained by means of§4-source Colour Photometric Stereo (CPS), used to§generate 2D image textures as they would have§appeared if imaged under different imaging§geometries. The proposed recognition system combines§co-ocurrence matrices for feature extraction with a§Nearest Neighbour classifier. The use of the§co-occurrence matrices instead of filtering methods§for feature extraction allows us to utilise only§pixels for which valid information has been extracted§by CPS.§The validity of the method is demonstrated by§classifying texture images captured under different§imaging geometries than the reference images in the§database. Moreover, the process of recognition allows§one to guess the approximate direction of the§illumination used to capture the test image.

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